[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fa53f4954bab469b5d4c4fe3","course_id":"MATH 341","catalog_version_id":"56a37ae2b3a4bd78593ae07c6ccbddd4427544a9cacb7023052fea75b09cd002","record_version_id":"d134cac00f8ebd097f07d6801e7ace7e84f4ee245e1c842f5e2da60a4a45befa","job_id":"enrich-03fec27af95860a0bfdd385b","output_id":"f43dc29583b1b0182e16bbb343deb8fcb562eed76cb04c2b0e596e86a67ab50c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 234. 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His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great professor! He is an extremely nice person, and very helpful to students. If you don't understand something in lecture (he is usually very clear, but sometimes concepts are difficult) GO to his office hours! He is patient and will help so so much. Overall, fantastic professor\",\"course_id\":\"MATH 341\",\"date\":\"2010-04-07 19:52:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4ebe625dba17db8fca4b7726\",\"instructor_id\":\"rmp:1277603\",\"instructor_name\":\"Florian Bertrand\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2OTYxOTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1277603\"},{\"comment\":\"Best math professor I've had at Madison.  He is very clear and patiently explains proofs if you are lost.  Homeworks are very good for test prep, and the tests are medium.  Absolutely recommend.\",\"course_id\":\"MATH 341\",\"date\":\"2011-12-08 19:58:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14006f60dddf01055cb842b9\",\"instructor_id\":\"rmp:1568048\",\"instructor_name\":\"Gabriel Navarro\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NDMxNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1568048\"},{\"comment\":\"Professor Grizzard was great! I had Linear Algebra at 7:45am, yet it was enjoyable (although I kinda like math in the first place) and made sense, despite the hour of morning. He's helpful, good at explaining things, and makes sure you really understand the concepts he teaches.\",\"course_id\":\"MATH 341\",\"date\":\"2015-05-06 15:06:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"986c6b1f15a4e6222b6c750c\",\"instructor_id\":\"rmp:1934009\",\"instructor_name\":\"Robert Grizzard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzU2MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1934009\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Rachel is fairly average. You can tell she is nice and she cares about students. Helpful during office hours. There is just something about lecture that makes it fairly average from my perspective but ineffective teaching for many. We basically just went over definitions, examples, and a few partial proofs here and there.  Not too bad overall.\",\"course_id\":\"MATH 341\",\"date\":\"2017-05-11 23:36:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9971d17b972c3fb45a7047ee\",\"instructor_id\":\"rmp:1383659\",\"instructor_name\":\"Rachel Davis\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4MjkyMTk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1383659\"},{\"comment\":\"Pretty nice guy but a poor instructor. Lectures were scattered and hard to follow. Sometimes wrote things down incorrectly on the board which made things more confusing. Doesn't explain concepts clearly and rushes through explanations too quickly. However, responds to emails quickly and goes out of his way to make office hours available.\",\"course_id\":\"MATH 341\",\"date\":\"2019-05-07 20:13:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e88fb7bebdd0140882a56d49\",\"instructor_id\":\"rmp:2437155\",\"instructor_name\":\"Shaosai Huang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxODAwOTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2437155\"},{\"comment\":\"Professor's teaching was not it for me. His content presentation is chaotic. He throws random examples at you & fails to build new knowledge on top of existing, presents concepts \\\"in a vacuum\\\". Poor verbal explanation skills. HOWEVER, the grading criteria is clear and he's always accessible outside class. Avoid if you want to actually learn things\",\"course_id\":\"MATH 341\",\"date\":\"2025-01-07 12:47:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"45f1985f8ed159aa9f9e37cf\",\"instructor_id\":\"rmp:1522421\",\"instructor_name\":\"Shamgar Gurevich\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNDk5MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1522421\"},{\"comment\":\"Avoid this professor at all costs.\",\"course_id\":\"MATH 341\",\"date\":\"2025-03-09 23:44:34 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b328353299fbf0446a9ac4ee\",\"instructor_id\":\"rmp:2432572\",\"instructor_name\":\"Jose Rodriguez\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzUxOTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2432572\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":11,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"4ebe625dba17db8fca4b7726\",\"14006f60dddf01055cb842b9\",\"986c6b1f15a4e6222b6c750c\",\"ea77079477e35ee059b9567a\",\"363d3893d9a62184df60f212\",\"9971d17b972c3fb45a7047ee\",\"e88fb7bebdd0140882a56d49\",\"45f1985f8ed159aa9f9e37cf\",\"b328353299fbf0446a9ac4ee\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1277603\",\"name\":\"Florian Bertrand\"},{\"id\":\"rmp:1383659\",\"name\":\"Rachel Davis\"},{\"id\":\"rmp:1522421\",\"name\":\"Shamgar Gurevich\"},{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:1934009\",\"name\":\"Robert Grizzard\"},{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2432572\",\"name\":\"Jose Rodriguez\"},{\"id\":\"rmp:2437155\",\"name\":\"Shaosai Huang\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for clarity and patience, while others are criticized for chaotic lectures and poor explanations.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Very good guy! He is extremely available and willing to help outside of class for his office hours and 1 on 1. You can tell he really cares about his students. However, his lectures can be a lot and can often feel like you're hearing someone recite lines from a textbook. Homeworks are hard and take a lot of time. I dropped, but I'd recommend!\",\"course_id\":\"MATH 341\",\"date\":\"2022-01-28 20:30:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c780406b0f7269fb9ed3da19\",\"instructor_id\":\"rmp:2730731\",\"instructor_name\":\"Jack Burkart\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\"},{\"comment\":\"Good and smart professor. But his handwriting is a little hard to read. He also shares his notes. HWs are of proper amount and exams are a little hard but that is linear algebra. If you really work for it, it wont be quite an issue, especially for the final.\",\"course_id\":\"MATH 341\",\"date\":\"2022-02-20 02:02:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9a67e475c81e64246b86664b\",\"instructor_id\":\"rmp:2767107\",\"instructor_name\":\"Joseph Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1ODY3OTE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2767107\"},{\"comment\":\"Already graduated UW-Madison in Math and Data Science. This is the hardest thing I have ever done in my entire life. Nothing compares in difficulty. But I now reap the rewards from it. The rigor has helped me later on in life I feel. Glad I did it as it made me stronger in Mathematics. Get ready if you are taking this course. You are in for a ride.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-28 12:34:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0f9c336e0dbbab84ebaf3a8b\",\"instructor_id\":\"rmp:2846901\",\"instructor_name\":\"Paul Apisa\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":7,\"review_ids\":[\"1a9f3850a36be472879cba0f\",\"94837347862cec3d4d9229ee\",\"363d3893d9a62184df60f212\",\"c780406b0f7269fb9ed3da19\",\"9a67e475c81e64246b86664b\",\"0f9c336e0dbbab84ebaf3a8b\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2730731\",\"name\":\"Jack Burkart\"},{\"id\":\"rmp:2767107\",\"name\":\"Joseph Miller\"},{\"id\":\"rmp:2846901\",\"name\":\"Paul Apisa\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally heavy with difficult homework, though some instructors provide easier exams or clear grading criteria.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Best math professor I've had at Madison.  He is very clear and patiently explains proofs if you are lost.  Homeworks are very good for test prep, and the tests are medium.  Absolutely recommend.\",\"course_id\":\"MATH 341\",\"date\":\"2011-12-08 19:58:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14006f60dddf01055cb842b9\",\"instructor_id\":\"rmp:1568048\",\"instructor_name\":\"Gabriel Navarro\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NDMxNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1568048\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"Took Math341 with Omer a year ago. Class was very hard particularly when you try to take too many notes. But remember not to take notes since all are in textbook. You will learn a lot and get inapiration in Mathematical thinking if you just listen. Omer is really patient if you ask questions . Grading is not too bad as your progress is considered.\",\"course_id\":\"MATH 341\",\"date\":\"2020-01-24 06:57:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"eb7f92344b4d1df86e8aa6de\",\"instructor_id\":\"rmp:2456571\",\"instructor_name\":\"Omer Mermelstein\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyODY0NzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2456571\"},{\"comment\":\"He is one of the best professor I have ever met in UW-Madison. He gives very clear lecture and cares about his students. The daily materials are hard but exams are not so hard. As long as you study hard for it, you will get an A. For those giving him low ratings, I would say you are not for math. But he is the right man for math.\",\"course_id\":\"MATH 341\",\"date\":\"2020-08-20 07:27:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bcc31b51176bc74d101e142c\",\"instructor_id\":\"rmp:2521051\",\"instructor_name\":\"Justin Sukiennik\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjAwMjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2521051\"},{\"comment\":\"He isn't the greatest teacher - his lectures are somewhat hard to follow, and when he is asked questions, he doesn't explain very well. However, he is pretty funny, and the curve in the class is very nice. I can't say I learned much in this class but I somehow managed to get an A. \",\"course_id\":\"MATH 341\",\"date\":\"2024-01-24 16:31:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"489fd24297446bdc19430a9d\",\"instructor_id\":\"rmp:2824875\",\"instructor_name\":\"Feng Zhu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4OTE5ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2824875\"},{\"comment\":\"Great lecture without very hard homework and exams!\",\"course_id\":\"MATH 341\",\"date\":\"2024-07-18 20:09:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bd1dfcee53e1ca8ff39fe2c8\",\"instructor_id\":\"rmp:607852\",\"instructor_name\":\"Serguei Denissov\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjMxMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/607852\"}],\"evidence_count\":8,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"1a9f3850a36be472879cba0f\",\"14006f60dddf01055cb842b9\",\"ea77079477e35ee059b9567a\",\"eb7f92344b4d1df86e8aa6de\",\"bcc31b51176bc74d101e142c\",\"489fd24297446bdc19430a9d\",\"bd1dfcee53e1ca8ff39fe2c8\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:2456571\",\"name\":\"Omer Mermelstein\"},{\"id\":\"rmp:2521051\",\"name\":\"Justin Sukiennik\"},{\"id\":\"rmp:2824875\",\"name\":\"Feng Zhu\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:607852\",\"name\":\"Serguei Denissov\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are often described as difficult or proof-heavy, but some students report fair grading and helpful office hours for preparation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fa53f4954bab469b5d4c4fe3","course_id":"MATH 341","catalog_version_id":"56a37ae2b3a4bd78593ae07c6ccbddd4427544a9cacb7023052fea75b09cd002","record_version_id":"d134cac00f8ebd097f07d6801e7ace7e84f4ee245e1c842f5e2da60a4a45befa","job_id":"enrich-03fec27af95860a0bfdd385b","output_id":"f43dc29583b1b0182e16bbb343deb8fcb562eed76cb04c2b0e596e86a67ab50c","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"a1d495af6a730fcdb5ff1c0e1a89515aa073efc3549775436794664ec2524def\",\"course_id\":\"MATH 341\",\"current_instructors\":[{\"instructor_uid\":\"instructor_14f5202904355297fd0f984a\",\"message\":\"No course-specific reviews available\",\"name\":\"Laurentiu Maxim\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1408142\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.07 GPA, 47.6% A/AB (n=21 letter grades).\"}]},{\"instructor_uid\":\"instructor_eb33bf09a4c3845c620ccb0e\",\"message\":\"No course-specific reviews available\",\"name\":\"Pedro Abdalla Teixeira\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Howard Becker\",\"review_date\":\"2015-05-15 19:46:08 +0000 UTC\",\"review_id\":\"ea77079477e35ee059b9567a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1912162\",\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\",\"type\":\"review\"},{\"instructor_name\":\"Jack Burkart\",\"review_date\":\"2022-01-28 20:30:53 +0000 UTC\",\"review_id\":\"c780406b0f7269fb9ed3da19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2730731\",\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\",\"type\":\"review\"}],\"text\":\"Historical reviews of Howard Becker, Jack Burkart: Homework is described as moderate or hard and time-consuming. Exams are moderate to difficult, requiring students to apply class concepts to construct their own proofs.\"}],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"history\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Paul Apisa\",\"review_date\":\"2026-01-28 12:34:32 +0000 UTC\",\"review_id\":\"0f9c336e0dbbab84ebaf3a8b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2846901\",\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\",\"type\":\"review\"},{\"instructor_name\":\"Yang  Yang\",\"review_date\":\"2026-06-23 14:53:09 +0000 UTC\",\"review_id\":\"dee6e974c21118ffc6b3e0b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3131256\",\"source_review_id\":\"UmF0aW5nLTQzMjY3MTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3131256\",\"type\":\"review\"}],\"text\":\"Historical reviews of Paul Apisa, Yang  Yang: Reviewers describe the course as highly rigorous, with one calling it the hardest they have ever done. Others note that clear, intuitive instruction makes the material manageable.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.18 GPA, 54.2% A/AB (n=96 letter grades); Fall 2025: 3.15 GPA, 51.6% A/AB (n=64 letter grades); Spring 2026: 3.09 GPA, 54.4% A/AB (n=90 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Florian Bertrand\",\"review_date\":\"2010-04-07 19:52:20 +0000 UTC\",\"review_id\":\"4ebe625dba17db8fca4b7726\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1277603\",\"source_review_id\":\"UmF0aW5nLTE2OTYxOTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1277603\",\"type\":\"review\"},{\"instructor_name\":\"Jack Burkart\",\"review_date\":\"2022-01-28 20:30:53 +0000 UTC\",\"review_id\":\"c780406b0f7269fb9ed3da19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2730731\",\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\",\"type\":\"review\"},{\"instructor_name\":\"Yang  Yang\",\"review_date\":\"2026-06-23 14:53:09 +0000 UTC\",\"review_id\":\"dee6e974c21118ffc6b3e0b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3131256\",\"source_review_id\":\"UmF0aW5nLTQzMjY3MTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3131256\",\"type\":\"review\"}],\"text\":\"Historical reviews of Florian Bertrand, Jack Burkart, Yang  Yang: Students value professors who are helpful, available during office hours, and provide intuitive explanations. Conversely, others found lectures unclear or inaccessible, with one noting they felt like reciting from a textbook.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"ALEXANDER HANHART is recorded teaching in Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"ANDREI CALDARARU is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ANTOINE REMOND-TIEDREZ is recorded teaching in Fall 2021, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"FLORIAN BERTRAND is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"HOWARD BECKER is recorded teaching in Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"JACK BURKART is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"JUSTIN SUKIENNIK is recorded teaching in Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LAURENTIU MAXIM is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"PAUL APISA is recorded teaching in Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"SHAOSAI HUANG is recorded teaching in Fall 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"STEFFEN LEMPP is recorded teaching in Spring 2014, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"YANG YANG is recorded teaching in Spring 2026. 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His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great professor! He is an extremely nice person, and very helpful to students. If you don't understand something in lecture (he is usually very clear, but sometimes concepts are difficult) GO to his office hours! He is patient and will help so so much. Overall, fantastic professor\",\"course_id\":\"MATH 341\",\"date\":\"2010-04-07 19:52:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4ebe625dba17db8fca4b7726\",\"instructor_id\":\"rmp:1277603\",\"instructor_name\":\"Florian Bertrand\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2OTYxOTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1277603\"},{\"comment\":\"Best math professor I've had at Madison.  He is very clear and patiently explains proofs if you are lost.  Homeworks are very good for test prep, and the tests are medium.  Absolutely recommend.\",\"course_id\":\"MATH 341\",\"date\":\"2011-12-08 19:58:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14006f60dddf01055cb842b9\",\"instructor_id\":\"rmp:1568048\",\"instructor_name\":\"Gabriel Navarro\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NDMxNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1568048\"},{\"comment\":\"Professor Grizzard was great! I had Linear Algebra at 7:45am, yet it was enjoyable (although I kinda like math in the first place) and made sense, despite the hour of morning. He's helpful, good at explaining things, and makes sure you really understand the concepts he teaches.\",\"course_id\":\"MATH 341\",\"date\":\"2015-05-06 15:06:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"986c6b1f15a4e6222b6c750c\",\"instructor_id\":\"rmp:1934009\",\"instructor_name\":\"Robert Grizzard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzU2MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1934009\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Rachel is fairly average. You can tell she is nice and she cares about students. Helpful during office hours. There is just something about lecture that makes it fairly average from my perspective but ineffective teaching for many. We basically just went over definitions, examples, and a few partial proofs here and there.  Not too bad overall.\",\"course_id\":\"MATH 341\",\"date\":\"2017-05-11 23:36:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9971d17b972c3fb45a7047ee\",\"instructor_id\":\"rmp:1383659\",\"instructor_name\":\"Rachel Davis\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4MjkyMTk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1383659\"},{\"comment\":\"Pretty nice guy but a poor instructor. Lectures were scattered and hard to follow. Sometimes wrote things down incorrectly on the board which made things more confusing. Doesn't explain concepts clearly and rushes through explanations too quickly. However, responds to emails quickly and goes out of his way to make office hours available.\",\"course_id\":\"MATH 341\",\"date\":\"2019-05-07 20:13:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e88fb7bebdd0140882a56d49\",\"instructor_id\":\"rmp:2437155\",\"instructor_name\":\"Shaosai Huang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxODAwOTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2437155\"},{\"comment\":\"Professor's teaching was not it for me. His content presentation is chaotic. He throws random examples at you & fails to build new knowledge on top of existing, presents concepts \\\"in a vacuum\\\". Poor verbal explanation skills. HOWEVER, the grading criteria is clear and he's always accessible outside class. Avoid if you want to actually learn things\",\"course_id\":\"MATH 341\",\"date\":\"2025-01-07 12:47:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"45f1985f8ed159aa9f9e37cf\",\"instructor_id\":\"rmp:1522421\",\"instructor_name\":\"Shamgar Gurevich\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNDk5MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1522421\"},{\"comment\":\"Avoid this professor at all costs.\",\"course_id\":\"MATH 341\",\"date\":\"2025-03-09 23:44:34 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b328353299fbf0446a9ac4ee\",\"instructor_id\":\"rmp:2432572\",\"instructor_name\":\"Jose Rodriguez\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzUxOTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2432572\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":11,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"4ebe625dba17db8fca4b7726\",\"14006f60dddf01055cb842b9\",\"986c6b1f15a4e6222b6c750c\",\"ea77079477e35ee059b9567a\",\"363d3893d9a62184df60f212\",\"9971d17b972c3fb45a7047ee\",\"e88fb7bebdd0140882a56d49\",\"45f1985f8ed159aa9f9e37cf\",\"b328353299fbf0446a9ac4ee\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1277603\",\"name\":\"Florian Bertrand\"},{\"id\":\"rmp:1383659\",\"name\":\"Rachel Davis\"},{\"id\":\"rmp:1522421\",\"name\":\"Shamgar Gurevich\"},{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:1934009\",\"name\":\"Robert Grizzard\"},{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2432572\",\"name\":\"Jose Rodriguez\"},{\"id\":\"rmp:2437155\",\"name\":\"Shaosai Huang\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for clarity and patience, while others are criticized for chaotic lectures and poor explanations.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Very good guy! He is extremely available and willing to help outside of class for his office hours and 1 on 1. You can tell he really cares about his students. However, his lectures can be a lot and can often feel like you're hearing someone recite lines from a textbook. Homeworks are hard and take a lot of time. I dropped, but I'd recommend!\",\"course_id\":\"MATH 341\",\"date\":\"2022-01-28 20:30:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c780406b0f7269fb9ed3da19\",\"instructor_id\":\"rmp:2730731\",\"instructor_name\":\"Jack Burkart\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\"},{\"comment\":\"Good and smart professor. But his handwriting is a little hard to read. He also shares his notes. HWs are of proper amount and exams are a little hard but that is linear algebra. If you really work for it, it wont be quite an issue, especially for the final.\",\"course_id\":\"MATH 341\",\"date\":\"2022-02-20 02:02:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9a67e475c81e64246b86664b\",\"instructor_id\":\"rmp:2767107\",\"instructor_name\":\"Joseph Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1ODY3OTE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2767107\"},{\"comment\":\"Already graduated UW-Madison in Math and Data Science. This is the hardest thing I have ever done in my entire life. Nothing compares in difficulty. But I now reap the rewards from it. The rigor has helped me later on in life I feel. Glad I did it as it made me stronger in Mathematics. Get ready if you are taking this course. You are in for a ride.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-28 12:34:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0f9c336e0dbbab84ebaf3a8b\",\"instructor_id\":\"rmp:2846901\",\"instructor_name\":\"Paul Apisa\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":7,\"review_ids\":[\"1a9f3850a36be472879cba0f\",\"94837347862cec3d4d9229ee\",\"363d3893d9a62184df60f212\",\"c780406b0f7269fb9ed3da19\",\"9a67e475c81e64246b86664b\",\"0f9c336e0dbbab84ebaf3a8b\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2730731\",\"name\":\"Jack Burkart\"},{\"id\":\"rmp:2767107\",\"name\":\"Joseph Miller\"},{\"id\":\"rmp:2846901\",\"name\":\"Paul Apisa\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally heavy with difficult homework, though some instructors provide easier exams or clear grading criteria.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Best math professor I've had at Madison.  He is very clear and patiently explains proofs if you are lost.  Homeworks are very good for test prep, and the tests are medium.  Absolutely recommend.\",\"course_id\":\"MATH 341\",\"date\":\"2011-12-08 19:58:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14006f60dddf01055cb842b9\",\"instructor_id\":\"rmp:1568048\",\"instructor_name\":\"Gabriel Navarro\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NDMxNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1568048\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"Took Math341 with Omer a year ago. Class was very hard particularly when you try to take too many notes. But remember not to take notes since all are in textbook. You will learn a lot and get inapiration in Mathematical thinking if you just listen. Omer is really patient if you ask questions . Grading is not too bad as your progress is considered.\",\"course_id\":\"MATH 341\",\"date\":\"2020-01-24 06:57:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"eb7f92344b4d1df86e8aa6de\",\"instructor_id\":\"rmp:2456571\",\"instructor_name\":\"Omer Mermelstein\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyODY0NzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2456571\"},{\"comment\":\"He is one of the best professor I have ever met in UW-Madison. He gives very clear lecture and cares about his students. The daily materials are hard but exams are not so hard. As long as you study hard for it, you will get an A. For those giving him low ratings, I would say you are not for math. But he is the right man for math.\",\"course_id\":\"MATH 341\",\"date\":\"2020-08-20 07:27:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bcc31b51176bc74d101e142c\",\"instructor_id\":\"rmp:2521051\",\"instructor_name\":\"Justin Sukiennik\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjAwMjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2521051\"},{\"comment\":\"He isn't the greatest teacher - his lectures are somewhat hard to follow, and when he is asked questions, he doesn't explain very well. However, he is pretty funny, and the curve in the class is very nice. I can't say I learned much in this class but I somehow managed to get an A. \",\"course_id\":\"MATH 341\",\"date\":\"2024-01-24 16:31:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"489fd24297446bdc19430a9d\",\"instructor_id\":\"rmp:2824875\",\"instructor_name\":\"Feng Zhu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4OTE5ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2824875\"},{\"comment\":\"Great lecture without very hard homework and exams!\",\"course_id\":\"MATH 341\",\"date\":\"2024-07-18 20:09:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bd1dfcee53e1ca8ff39fe2c8\",\"instructor_id\":\"rmp:607852\",\"instructor_name\":\"Serguei Denissov\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjMxMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/607852\"}],\"evidence_count\":8,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"1a9f3850a36be472879cba0f\",\"14006f60dddf01055cb842b9\",\"ea77079477e35ee059b9567a\",\"eb7f92344b4d1df86e8aa6de\",\"bcc31b51176bc74d101e142c\",\"489fd24297446bdc19430a9d\",\"bd1dfcee53e1ca8ff39fe2c8\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:2456571\",\"name\":\"Omer Mermelstein\"},{\"id\":\"rmp:2521051\",\"name\":\"Justin Sukiennik\"},{\"id\":\"rmp:2824875\",\"name\":\"Feng Zhu\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:607852\",\"name\":\"Serguei Denissov\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are often described as difficult or proof-heavy, but some students report fair grading and helpful office hours for preparation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_fa53f4954bab469b5d4c4fe3","course_id":"MATH 341","catalog_version_id":"56a37ae2b3a4bd78593ae07c6ccbddd4427544a9cacb7023052fea75b09cd002","record_version_id":"d134cac00f8ebd097f07d6801e7ace7e84f4ee245e1c842f5e2da60a4a45befa","job_id":"enrich-789789da373eecc1ff75f626","output_id":"ee10ef2ddd1f6f92aac68d885be3bc7d2acfdb198777ef7c0655252dd6c1ce0b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 234. 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His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great professor! He is an extremely nice person, and very helpful to students. If you don't understand something in lecture (he is usually very clear, but sometimes concepts are difficult) GO to his office hours! He is patient and will help so so much. 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I had Linear Algebra at 7:45am, yet it was enjoyable (although I kinda like math in the first place) and made sense, despite the hour of morning. He's helpful, good at explaining things, and makes sure you really understand the concepts he teaches.\",\"course_id\":\"MATH 341\",\"date\":\"2015-05-06 15:06:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"986c6b1f15a4e6222b6c750c\",\"instructor_id\":\"rmp:1934009\",\"instructor_name\":\"Robert Grizzard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzU2MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1934009\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Rachel is fairly average. You can tell she is nice and she cares about students. Helpful during office hours. There is just something about lecture that makes it fairly average from my perspective but ineffective teaching for many. We basically just went over definitions, examples, and a few partial proofs here and there.  Not too bad overall.\",\"course_id\":\"MATH 341\",\"date\":\"2017-05-11 23:36:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9971d17b972c3fb45a7047ee\",\"instructor_id\":\"rmp:1383659\",\"instructor_name\":\"Rachel Davis\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4MjkyMTk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1383659\"},{\"comment\":\"Pretty nice guy but a poor instructor. Lectures were scattered and hard to follow. Sometimes wrote things down incorrectly on the board which made things more confusing. Doesn't explain concepts clearly and rushes through explanations too quickly. However, responds to emails quickly and goes out of his way to make office hours available.\",\"course_id\":\"MATH 341\",\"date\":\"2019-05-07 20:13:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e88fb7bebdd0140882a56d49\",\"instructor_id\":\"rmp:2437155\",\"instructor_name\":\"Shaosai Huang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxODAwOTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2437155\"},{\"comment\":\"Professor's teaching was not it for me. His content presentation is chaotic. He throws random examples at you & fails to build new knowledge on top of existing, presents concepts \\\"in a vacuum\\\". Poor verbal explanation skills. HOWEVER, the grading criteria is clear and he's always accessible outside class. Avoid if you want to actually learn things\",\"course_id\":\"MATH 341\",\"date\":\"2025-01-07 12:47:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"45f1985f8ed159aa9f9e37cf\",\"instructor_id\":\"rmp:1522421\",\"instructor_name\":\"Shamgar Gurevich\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNDk5MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1522421\"},{\"comment\":\"Avoid this professor at all costs.\",\"course_id\":\"MATH 341\",\"date\":\"2025-03-09 23:44:34 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b328353299fbf0446a9ac4ee\",\"instructor_id\":\"rmp:2432572\",\"instructor_name\":\"Jose Rodriguez\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzUxOTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2432572\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":11,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"4ebe625dba17db8fca4b7726\",\"14006f60dddf01055cb842b9\",\"986c6b1f15a4e6222b6c750c\",\"ea77079477e35ee059b9567a\",\"363d3893d9a62184df60f212\",\"9971d17b972c3fb45a7047ee\",\"e88fb7bebdd0140882a56d49\",\"45f1985f8ed159aa9f9e37cf\",\"b328353299fbf0446a9ac4ee\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1277603\",\"name\":\"Florian Bertrand\"},{\"id\":\"rmp:1383659\",\"name\":\"Rachel Davis\"},{\"id\":\"rmp:1522421\",\"name\":\"Shamgar Gurevich\"},{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:1934009\",\"name\":\"Robert Grizzard\"},{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2432572\",\"name\":\"Jose Rodriguez\"},{\"id\":\"rmp:2437155\",\"name\":\"Shaosai Huang\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for clarity and patience, while others are criticized for chaotic lectures and poor explanations.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Very good guy! He is extremely available and willing to help outside of class for his office hours and 1 on 1. You can tell he really cares about his students. However, his lectures can be a lot and can often feel like you're hearing someone recite lines from a textbook. Homeworks are hard and take a lot of time. I dropped, but I'd recommend!\",\"course_id\":\"MATH 341\",\"date\":\"2022-01-28 20:30:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c780406b0f7269fb9ed3da19\",\"instructor_id\":\"rmp:2730731\",\"instructor_name\":\"Jack Burkart\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\"},{\"comment\":\"Good and smart professor. But his handwriting is a little hard to read. He also shares his notes. HWs are of proper amount and exams are a little hard but that is linear algebra. If you really work for it, it wont be quite an issue, especially for the final.\",\"course_id\":\"MATH 341\",\"date\":\"2022-02-20 02:02:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9a67e475c81e64246b86664b\",\"instructor_id\":\"rmp:2767107\",\"instructor_name\":\"Joseph Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1ODY3OTE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2767107\"},{\"comment\":\"Already graduated UW-Madison in Math and Data Science. This is the hardest thing I have ever done in my entire life. Nothing compares in difficulty. But I now reap the rewards from it. The rigor has helped me later on in life I feel. Glad I did it as it made me stronger in Mathematics. Get ready if you are taking this course. You are in for a ride.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-28 12:34:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0f9c336e0dbbab84ebaf3a8b\",\"instructor_id\":\"rmp:2846901\",\"instructor_name\":\"Paul Apisa\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":7,\"review_ids\":[\"1a9f3850a36be472879cba0f\",\"94837347862cec3d4d9229ee\",\"363d3893d9a62184df60f212\",\"c780406b0f7269fb9ed3da19\",\"9a67e475c81e64246b86664b\",\"0f9c336e0dbbab84ebaf3a8b\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2730731\",\"name\":\"Jack Burkart\"},{\"id\":\"rmp:2767107\",\"name\":\"Joseph Miller\"},{\"id\":\"rmp:2846901\",\"name\":\"Paul Apisa\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally heavy with difficult homework, though some instructors provide easier exams or clear grading criteria.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Best math professor I've had at Madison.  He is very clear and patiently explains proofs if you are lost.  Homeworks are very good for test prep, and the tests are medium.  Absolutely recommend.\",\"course_id\":\"MATH 341\",\"date\":\"2011-12-08 19:58:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14006f60dddf01055cb842b9\",\"instructor_id\":\"rmp:1568048\",\"instructor_name\":\"Gabriel Navarro\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NDMxNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1568048\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"Took Math341 with Omer a year ago. Class was very hard particularly when you try to take too many notes. But remember not to take notes since all are in textbook. You will learn a lot and get inapiration in Mathematical thinking if you just listen. Omer is really patient if you ask questions . Grading is not too bad as your progress is considered.\",\"course_id\":\"MATH 341\",\"date\":\"2020-01-24 06:57:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"eb7f92344b4d1df86e8aa6de\",\"instructor_id\":\"rmp:2456571\",\"instructor_name\":\"Omer Mermelstein\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyODY0NzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2456571\"},{\"comment\":\"He is one of the best professor I have ever met in UW-Madison. He gives very clear lecture and cares about his students. The daily materials are hard but exams are not so hard. As long as you study hard for it, you will get an A. For those giving him low ratings, I would say you are not for math. But he is the right man for math.\",\"course_id\":\"MATH 341\",\"date\":\"2020-08-20 07:27:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bcc31b51176bc74d101e142c\",\"instructor_id\":\"rmp:2521051\",\"instructor_name\":\"Justin Sukiennik\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjAwMjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2521051\"},{\"comment\":\"He isn't the greatest teacher - his lectures are somewhat hard to follow, and when he is asked questions, he doesn't explain very well. However, he is pretty funny, and the curve in the class is very nice. I can't say I learned much in this class but I somehow managed to get an A. \",\"course_id\":\"MATH 341\",\"date\":\"2024-01-24 16:31:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"489fd24297446bdc19430a9d\",\"instructor_id\":\"rmp:2824875\",\"instructor_name\":\"Feng Zhu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4OTE5ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2824875\"},{\"comment\":\"Great lecture without very hard homework and exams!\",\"course_id\":\"MATH 341\",\"date\":\"2024-07-18 20:09:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bd1dfcee53e1ca8ff39fe2c8\",\"instructor_id\":\"rmp:607852\",\"instructor_name\":\"Serguei Denissov\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjMxMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/607852\"}],\"evidence_count\":8,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"1a9f3850a36be472879cba0f\",\"14006f60dddf01055cb842b9\",\"ea77079477e35ee059b9567a\",\"eb7f92344b4d1df86e8aa6de\",\"bcc31b51176bc74d101e142c\",\"489fd24297446bdc19430a9d\",\"bd1dfcee53e1ca8ff39fe2c8\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:2456571\",\"name\":\"Omer Mermelstein\"},{\"id\":\"rmp:2521051\",\"name\":\"Justin Sukiennik\"},{\"id\":\"rmp:2824875\",\"name\":\"Feng Zhu\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:607852\",\"name\":\"Serguei Denissov\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are often described as difficult or proof-heavy, but some students report fair grading and helpful office hours for preparation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fa53f4954bab469b5d4c4fe3","course_id":"MATH 341","catalog_version_id":"56a37ae2b3a4bd78593ae07c6ccbddd4427544a9cacb7023052fea75b09cd002","record_version_id":"d134cac00f8ebd097f07d6801e7ace7e84f4ee245e1c842f5e2da60a4a45befa","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"76b0d71c6a7043a66efe39376dd4e280edc3f6a748d27886c4d82e6e91d37922","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"a1d495af6a730fcdb5ff1c0e1a89515aa073efc3549775436794664ec2524def\",\"course_id\":\"MATH 341\",\"current_instructors\":[{\"instructor_uid\":\"instructor_14f5202904355297fd0f984a\",\"message\":\"No course-specific reviews available\",\"name\":\"Laurentiu Maxim\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1408142\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.07 GPA, 47.6% A/AB (n=21 letter grades).\"}]},{\"instructor_uid\":\"instructor_eb33bf09a4c3845c620ccb0e\",\"message\":\"No course-specific reviews available\",\"name\":\"Pedro Abdalla Teixeira\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.18 GPA, 54.2% A/AB (n=96 letter grades); Fall 2025: 3.15 GPA, 51.6% A/AB (n=64 letter grades); Spring 2026: 3.09 GPA, 54.4% A/AB (n=90 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"ALEXANDER HANHART is recorded teaching in Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"ANDREI CALDARARU is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ANTOINE REMOND-TIEDREZ is recorded teaching in Fall 2021, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"FLORIAN BERTRAND is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"HOWARD BECKER is recorded teaching in Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"JACK BURKART is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"JUSTIN SUKIENNIK is recorded teaching in Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LAURENTIU MAXIM is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"PAUL APISA is recorded teaching in Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"SHAOSAI HUANG is recorded teaching in Fall 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"STEFFEN LEMPP is recorded teaching in Spring 2014, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"YANG YANG is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fa53f4954bab469b5d4c4fe3","course_id":"MATH 341","catalog_version_id":"56a37ae2b3a4bd78593ae07c6ccbddd4427544a9cacb7023052fea75b09cd002","record_version_id":"d134cac00f8ebd097f07d6801e7ace7e84f4ee245e1c842f5e2da60a4a45befa","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"a908e5bca78641cfd566e66a6f34b9c134bfa90f3af908d2c74e5b5eaa8cad31","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 234. 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His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great professor! He is an extremely nice person, and very helpful to students. If you don't understand something in lecture (he is usually very clear, but sometimes concepts are difficult) GO to his office hours! He is patient and will help so so much. Overall, fantastic professor\",\"course_id\":\"MATH 341\",\"date\":\"2010-04-07 19:52:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4ebe625dba17db8fca4b7726\",\"instructor_id\":\"rmp:1277603\",\"instructor_name\":\"Florian Bertrand\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2OTYxOTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1277603\"},{\"comment\":\"Best math professor I've had at Madison.  He is very clear and patiently explains proofs if you are lost.  Homeworks are very good for test prep, and the tests are medium.  Absolutely recommend.\",\"course_id\":\"MATH 341\",\"date\":\"2011-12-08 19:58:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14006f60dddf01055cb842b9\",\"instructor_id\":\"rmp:1568048\",\"instructor_name\":\"Gabriel Navarro\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NDMxNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1568048\"},{\"comment\":\"Professor Grizzard was great! I had Linear Algebra at 7:45am, yet it was enjoyable (although I kinda like math in the first place) and made sense, despite the hour of morning. He's helpful, good at explaining things, and makes sure you really understand the concepts he teaches.\",\"course_id\":\"MATH 341\",\"date\":\"2015-05-06 15:06:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"986c6b1f15a4e6222b6c750c\",\"instructor_id\":\"rmp:1934009\",\"instructor_name\":\"Robert Grizzard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzU2MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1934009\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Rachel is fairly average. You can tell she is nice and she cares about students. Helpful during office hours. There is just something about lecture that makes it fairly average from my perspective but ineffective teaching for many. We basically just went over definitions, examples, and a few partial proofs here and there.  Not too bad overall.\",\"course_id\":\"MATH 341\",\"date\":\"2017-05-11 23:36:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9971d17b972c3fb45a7047ee\",\"instructor_id\":\"rmp:1383659\",\"instructor_name\":\"Rachel Davis\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4MjkyMTk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1383659\"},{\"comment\":\"Pretty nice guy but a poor instructor. Lectures were scattered and hard to follow. Sometimes wrote things down incorrectly on the board which made things more confusing. Doesn't explain concepts clearly and rushes through explanations too quickly. However, responds to emails quickly and goes out of his way to make office hours available.\",\"course_id\":\"MATH 341\",\"date\":\"2019-05-07 20:13:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e88fb7bebdd0140882a56d49\",\"instructor_id\":\"rmp:2437155\",\"instructor_name\":\"Shaosai Huang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxODAwOTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2437155\"},{\"comment\":\"Professor's teaching was not it for me. His content presentation is chaotic. He throws random examples at you & fails to build new knowledge on top of existing, presents concepts \\\"in a vacuum\\\". Poor verbal explanation skills. HOWEVER, the grading criteria is clear and he's always accessible outside class. Avoid if you want to actually learn things\",\"course_id\":\"MATH 341\",\"date\":\"2025-01-07 12:47:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"45f1985f8ed159aa9f9e37cf\",\"instructor_id\":\"rmp:1522421\",\"instructor_name\":\"Shamgar Gurevich\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNDk5MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1522421\"},{\"comment\":\"Avoid this professor at all costs.\",\"course_id\":\"MATH 341\",\"date\":\"2025-03-09 23:44:34 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b328353299fbf0446a9ac4ee\",\"instructor_id\":\"rmp:2432572\",\"instructor_name\":\"Jose Rodriguez\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzUxOTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2432572\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":11,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"4ebe625dba17db8fca4b7726\",\"14006f60dddf01055cb842b9\",\"986c6b1f15a4e6222b6c750c\",\"ea77079477e35ee059b9567a\",\"363d3893d9a62184df60f212\",\"9971d17b972c3fb45a7047ee\",\"e88fb7bebdd0140882a56d49\",\"45f1985f8ed159aa9f9e37cf\",\"b328353299fbf0446a9ac4ee\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1277603\",\"name\":\"Florian Bertrand\"},{\"id\":\"rmp:1383659\",\"name\":\"Rachel Davis\"},{\"id\":\"rmp:1522421\",\"name\":\"Shamgar Gurevich\"},{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:1934009\",\"name\":\"Robert Grizzard\"},{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2432572\",\"name\":\"Jose Rodriguez\"},{\"id\":\"rmp:2437155\",\"name\":\"Shaosai Huang\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for clarity and patience, while others are criticized for chaotic lectures and poor explanations.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Very good guy! He is extremely available and willing to help outside of class for his office hours and 1 on 1. You can tell he really cares about his students. However, his lectures can be a lot and can often feel like you're hearing someone recite lines from a textbook. Homeworks are hard and take a lot of time. I dropped, but I'd recommend!\",\"course_id\":\"MATH 341\",\"date\":\"2022-01-28 20:30:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c780406b0f7269fb9ed3da19\",\"instructor_id\":\"rmp:2730731\",\"instructor_name\":\"Jack Burkart\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\"},{\"comment\":\"Good and smart professor. But his handwriting is a little hard to read. He also shares his notes. HWs are of proper amount and exams are a little hard but that is linear algebra. If you really work for it, it wont be quite an issue, especially for the final.\",\"course_id\":\"MATH 341\",\"date\":\"2022-02-20 02:02:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9a67e475c81e64246b86664b\",\"instructor_id\":\"rmp:2767107\",\"instructor_name\":\"Joseph Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1ODY3OTE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2767107\"},{\"comment\":\"Already graduated UW-Madison in Math and Data Science. This is the hardest thing I have ever done in my entire life. Nothing compares in difficulty. But I now reap the rewards from it. The rigor has helped me later on in life I feel. Glad I did it as it made me stronger in Mathematics. Get ready if you are taking this course. You are in for a ride.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-28 12:34:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0f9c336e0dbbab84ebaf3a8b\",\"instructor_id\":\"rmp:2846901\",\"instructor_name\":\"Paul Apisa\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":7,\"review_ids\":[\"1a9f3850a36be472879cba0f\",\"94837347862cec3d4d9229ee\",\"363d3893d9a62184df60f212\",\"c780406b0f7269fb9ed3da19\",\"9a67e475c81e64246b86664b\",\"0f9c336e0dbbab84ebaf3a8b\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2730731\",\"name\":\"Jack Burkart\"},{\"id\":\"rmp:2767107\",\"name\":\"Joseph Miller\"},{\"id\":\"rmp:2846901\",\"name\":\"Paul Apisa\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally heavy with difficult homework, though some instructors provide easier exams or clear grading criteria.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Best math professor I've had at Madison.  He is very clear and patiently explains proofs if you are lost.  Homeworks are very good for test prep, and the tests are medium.  Absolutely recommend.\",\"course_id\":\"MATH 341\",\"date\":\"2011-12-08 19:58:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14006f60dddf01055cb842b9\",\"instructor_id\":\"rmp:1568048\",\"instructor_name\":\"Gabriel Navarro\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NDMxNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1568048\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"Took Math341 with Omer a year ago. Class was very hard particularly when you try to take too many notes. But remember not to take notes since all are in textbook. You will learn a lot and get inapiration in Mathematical thinking if you just listen. Omer is really patient if you ask questions . Grading is not too bad as your progress is considered.\",\"course_id\":\"MATH 341\",\"date\":\"2020-01-24 06:57:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"eb7f92344b4d1df86e8aa6de\",\"instructor_id\":\"rmp:2456571\",\"instructor_name\":\"Omer Mermelstein\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyODY0NzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2456571\"},{\"comment\":\"He is one of the best professor I have ever met in UW-Madison. He gives very clear lecture and cares about his students. The daily materials are hard but exams are not so hard. As long as you study hard for it, you will get an A. For those giving him low ratings, I would say you are not for math. But he is the right man for math.\",\"course_id\":\"MATH 341\",\"date\":\"2020-08-20 07:27:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bcc31b51176bc74d101e142c\",\"instructor_id\":\"rmp:2521051\",\"instructor_name\":\"Justin Sukiennik\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjAwMjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2521051\"},{\"comment\":\"He isn't the greatest teacher - his lectures are somewhat hard to follow, and when he is asked questions, he doesn't explain very well. However, he is pretty funny, and the curve in the class is very nice. I can't say I learned much in this class but I somehow managed to get an A. \",\"course_id\":\"MATH 341\",\"date\":\"2024-01-24 16:31:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"489fd24297446bdc19430a9d\",\"instructor_id\":\"rmp:2824875\",\"instructor_name\":\"Feng Zhu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4OTE5ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2824875\"},{\"comment\":\"Great lecture without very hard homework and exams!\",\"course_id\":\"MATH 341\",\"date\":\"2024-07-18 20:09:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bd1dfcee53e1ca8ff39fe2c8\",\"instructor_id\":\"rmp:607852\",\"instructor_name\":\"Serguei Denissov\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjMxMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/607852\"}],\"evidence_count\":8,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"1a9f3850a36be472879cba0f\",\"14006f60dddf01055cb842b9\",\"ea77079477e35ee059b9567a\",\"eb7f92344b4d1df86e8aa6de\",\"bcc31b51176bc74d101e142c\",\"489fd24297446bdc19430a9d\",\"bd1dfcee53e1ca8ff39fe2c8\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:2456571\",\"name\":\"Omer Mermelstein\"},{\"id\":\"rmp:2521051\",\"name\":\"Justin Sukiennik\"},{\"id\":\"rmp:2824875\",\"name\":\"Feng Zhu\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:607852\",\"name\":\"Serguei Denissov\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are often described as difficult or proof-heavy, but some students report fair grading and helpful office hours for preparation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fa53f4954bab469b5d4c4fe3","course_id":"MATH 341","catalog_version_id":"56a37ae2b3a4bd78593ae07c6ccbddd4427544a9cacb7023052fea75b09cd002","record_version_id":"d134cac00f8ebd097f07d6801e7ace7e84f4ee245e1c842f5e2da60a4a45befa","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"a908e5bca78641cfd566e66a6f34b9c134bfa90f3af908d2c74e5b5eaa8cad31","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"a1d495af6a730fcdb5ff1c0e1a89515aa073efc3549775436794664ec2524def\",\"course_id\":\"MATH 341\",\"current_instructors\":[{\"instructor_uid\":\"instructor_14f5202904355297fd0f984a\",\"message\":\"No course-specific reviews available\",\"name\":\"Laurentiu Maxim\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1408142\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.07 GPA, 47.6% A/AB (n=21 letter grades).\"}]},{\"instructor_uid\":\"instructor_eb33bf09a4c3845c620ccb0e\",\"message\":\"No course-specific reviews available\",\"name\":\"Pedro Abdalla Teixeira\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Howard Becker\",\"review_date\":\"2015-05-15 19:46:08 +0000 UTC\",\"review_id\":\"ea77079477e35ee059b9567a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1912162\",\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\",\"type\":\"review\"},{\"instructor_name\":\"Jack Burkart\",\"review_date\":\"2022-01-28 20:30:53 +0000 UTC\",\"review_id\":\"c780406b0f7269fb9ed3da19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2730731\",\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\",\"type\":\"review\"}],\"text\":\"Historical reviews of Howard Becker, Jack Burkart: Homework is described as moderate or hard and time-consuming. Exams are moderate to difficult, requiring students to apply class concepts to construct their own proofs.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Paul Apisa\",\"review_date\":\"2026-01-28 12:34:32 +0000 UTC\",\"review_id\":\"0f9c336e0dbbab84ebaf3a8b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2846901\",\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\",\"type\":\"review\"},{\"instructor_name\":\"Yang  Yang\",\"review_date\":\"2026-06-23 14:53:09 +0000 UTC\",\"review_id\":\"dee6e974c21118ffc6b3e0b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3131256\",\"source_review_id\":\"UmF0aW5nLTQzMjY3MTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3131256\",\"type\":\"review\"}],\"text\":\"Historical reviews of Paul Apisa, Yang  Yang: Laurentiu Maxim is not reviewed in the provided data, so no specific teaching strengths or concerns can be summarized for him based on the evidence. Yang Yang is described as a really good professor who teaches well and provides intuitive explanations (review:12). Paul Apisa's course is reported as the hardest thing students have ever done, offering significant rigor and rewards (review:11).\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Paul Apisa\",\"review_date\":\"2026-01-28 12:34:32 +0000 UTC\",\"review_id\":\"0f9c336e0dbbab84ebaf3a8b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2846901\",\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\",\"type\":\"review\"},{\"instructor_name\":\"Yang  Yang\",\"review_date\":\"2026-06-23 14:53:09 +0000 UTC\",\"review_id\":\"dee6e974c21118ffc6b3e0b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3131256\",\"source_review_id\":\"UmF0aW5nLTQzMjY3MTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3131256\",\"type\":\"review\"}],\"text\":\"Historical reviews of Paul Apisa, Yang  Yang: Reviewers describe the course as highly rigorous, with one calling it the hardest they have ever done. Others note that clear, intuitive instruction makes the material manageable.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.18 GPA, 54.2% A/AB (n=96 letter grades); Fall 2025: 3.15 GPA, 51.6% A/AB (n=64 letter grades); Spring 2026: 3.09 GPA, 54.4% A/AB (n=90 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Florian Bertrand\",\"review_date\":\"2010-04-07 19:52:20 +0000 UTC\",\"review_id\":\"4ebe625dba17db8fca4b7726\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1277603\",\"source_review_id\":\"UmF0aW5nLTE2OTYxOTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1277603\",\"type\":\"review\"},{\"instructor_name\":\"Jack Burkart\",\"review_date\":\"2022-01-28 20:30:53 +0000 UTC\",\"review_id\":\"c780406b0f7269fb9ed3da19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2730731\",\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\",\"type\":\"review\"},{\"instructor_name\":\"Yang  Yang\",\"review_date\":\"2026-06-23 14:53:09 +0000 UTC\",\"review_id\":\"dee6e974c21118ffc6b3e0b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3131256\",\"source_review_id\":\"UmF0aW5nLTQzMjY3MTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3131256\",\"type\":\"review\"}],\"text\":\"Historical reviews of Florian Bertrand, Jack Burkart, Yang  Yang: Students value professors who are helpful, available during office hours, and provide intuitive explanations. Conversely, others found lectures unclear or inaccessible, with one noting they felt like reciting from a textbook.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"ALEXANDER HANHART is recorded teaching in Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"ANDREI CALDARARU is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ANTOINE REMOND-TIEDREZ is recorded teaching in Fall 2021, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"FLORIAN BERTRAND is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"HOWARD BECKER is recorded teaching in Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"JACK BURKART is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"JUSTIN SUKIENNIK is recorded teaching in Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LAURENTIU MAXIM is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"PAUL APISA is recorded teaching in Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"SHAOSAI HUANG is recorded teaching in Fall 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"STEFFEN LEMPP is recorded teaching in Spring 2014, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"YANG YANG is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fa53f4954bab469b5d4c4fe3","course_id":"MATH 341","catalog_version_id":"56a37ae2b3a4bd78593ae07c6ccbddd4427544a9cacb7023052fea75b09cd002","record_version_id":"d134cac00f8ebd097f07d6801e7ace7e84f4ee245e1c842f5e2da60a4a45befa","job_id":"enrich-f206ae62364759902a73b59d","output_id":"352a20940ec24babd1a901fac49b3fc2dde6f694bc1ae2f0f34cf20a88b12141","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 234. 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His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great professor! He is an extremely nice person, and very helpful to students. If you don't understand something in lecture (he is usually very clear, but sometimes concepts are difficult) GO to his office hours! He is patient and will help so so much. Overall, fantastic professor\",\"course_id\":\"MATH 341\",\"date\":\"2010-04-07 19:52:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4ebe625dba17db8fca4b7726\",\"instructor_id\":\"rmp:1277603\",\"instructor_name\":\"Florian Bertrand\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2OTYxOTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1277603\"},{\"comment\":\"Best math professor I've had at Madison.  He is very clear and patiently explains proofs if you are lost.  Homeworks are very good for test prep, and the tests are medium.  Absolutely recommend.\",\"course_id\":\"MATH 341\",\"date\":\"2011-12-08 19:58:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14006f60dddf01055cb842b9\",\"instructor_id\":\"rmp:1568048\",\"instructor_name\":\"Gabriel Navarro\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NDMxNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1568048\"},{\"comment\":\"Professor Grizzard was great! I had Linear Algebra at 7:45am, yet it was enjoyable (although I kinda like math in the first place) and made sense, despite the hour of morning. He's helpful, good at explaining things, and makes sure you really understand the concepts he teaches.\",\"course_id\":\"MATH 341\",\"date\":\"2015-05-06 15:06:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"986c6b1f15a4e6222b6c750c\",\"instructor_id\":\"rmp:1934009\",\"instructor_name\":\"Robert Grizzard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzU2MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1934009\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Rachel is fairly average. You can tell she is nice and she cares about students. Helpful during office hours. There is just something about lecture that makes it fairly average from my perspective but ineffective teaching for many. We basically just went over definitions, examples, and a few partial proofs here and there.  Not too bad overall.\",\"course_id\":\"MATH 341\",\"date\":\"2017-05-11 23:36:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9971d17b972c3fb45a7047ee\",\"instructor_id\":\"rmp:1383659\",\"instructor_name\":\"Rachel Davis\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4MjkyMTk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1383659\"},{\"comment\":\"Pretty nice guy but a poor instructor. Lectures were scattered and hard to follow. Sometimes wrote things down incorrectly on the board which made things more confusing. Doesn't explain concepts clearly and rushes through explanations too quickly. However, responds to emails quickly and goes out of his way to make office hours available.\",\"course_id\":\"MATH 341\",\"date\":\"2019-05-07 20:13:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e88fb7bebdd0140882a56d49\",\"instructor_id\":\"rmp:2437155\",\"instructor_name\":\"Shaosai Huang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxODAwOTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2437155\"},{\"comment\":\"Professor's teaching was not it for me. His content presentation is chaotic. He throws random examples at you & fails to build new knowledge on top of existing, presents concepts \\\"in a vacuum\\\". Poor verbal explanation skills. HOWEVER, the grading criteria is clear and he's always accessible outside class. Avoid if you want to actually learn things\",\"course_id\":\"MATH 341\",\"date\":\"2025-01-07 12:47:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"45f1985f8ed159aa9f9e37cf\",\"instructor_id\":\"rmp:1522421\",\"instructor_name\":\"Shamgar Gurevich\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNDk5MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1522421\"},{\"comment\":\"Avoid this professor at all costs.\",\"course_id\":\"MATH 341\",\"date\":\"2025-03-09 23:44:34 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b328353299fbf0446a9ac4ee\",\"instructor_id\":\"rmp:2432572\",\"instructor_name\":\"Jose Rodriguez\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzUxOTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2432572\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":11,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"4ebe625dba17db8fca4b7726\",\"14006f60dddf01055cb842b9\",\"986c6b1f15a4e6222b6c750c\",\"ea77079477e35ee059b9567a\",\"363d3893d9a62184df60f212\",\"9971d17b972c3fb45a7047ee\",\"e88fb7bebdd0140882a56d49\",\"45f1985f8ed159aa9f9e37cf\",\"b328353299fbf0446a9ac4ee\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1277603\",\"name\":\"Florian Bertrand\"},{\"id\":\"rmp:1383659\",\"name\":\"Rachel Davis\"},{\"id\":\"rmp:1522421\",\"name\":\"Shamgar Gurevich\"},{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:1934009\",\"name\":\"Robert Grizzard\"},{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2432572\",\"name\":\"Jose Rodriguez\"},{\"id\":\"rmp:2437155\",\"name\":\"Shaosai Huang\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for clarity and patience, while others are criticized for chaotic lectures and poor explanations.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Very good guy! He is extremely available and willing to help outside of class for his office hours and 1 on 1. You can tell he really cares about his students. However, his lectures can be a lot and can often feel like you're hearing someone recite lines from a textbook. Homeworks are hard and take a lot of time. I dropped, but I'd recommend!\",\"course_id\":\"MATH 341\",\"date\":\"2022-01-28 20:30:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c780406b0f7269fb9ed3da19\",\"instructor_id\":\"rmp:2730731\",\"instructor_name\":\"Jack Burkart\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\"},{\"comment\":\"Good and smart professor. But his handwriting is a little hard to read. He also shares his notes. HWs are of proper amount and exams are a little hard but that is linear algebra. If you really work for it, it wont be quite an issue, especially for the final.\",\"course_id\":\"MATH 341\",\"date\":\"2022-02-20 02:02:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9a67e475c81e64246b86664b\",\"instructor_id\":\"rmp:2767107\",\"instructor_name\":\"Joseph Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1ODY3OTE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2767107\"},{\"comment\":\"Already graduated UW-Madison in Math and Data Science. This is the hardest thing I have ever done in my entire life. Nothing compares in difficulty. But I now reap the rewards from it. The rigor has helped me later on in life I feel. Glad I did it as it made me stronger in Mathematics. Get ready if you are taking this course. You are in for a ride.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-28 12:34:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0f9c336e0dbbab84ebaf3a8b\",\"instructor_id\":\"rmp:2846901\",\"instructor_name\":\"Paul Apisa\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":7,\"review_ids\":[\"1a9f3850a36be472879cba0f\",\"94837347862cec3d4d9229ee\",\"363d3893d9a62184df60f212\",\"c780406b0f7269fb9ed3da19\",\"9a67e475c81e64246b86664b\",\"0f9c336e0dbbab84ebaf3a8b\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2730731\",\"name\":\"Jack Burkart\"},{\"id\":\"rmp:2767107\",\"name\":\"Joseph Miller\"},{\"id\":\"rmp:2846901\",\"name\":\"Paul Apisa\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally heavy with difficult homework, though some instructors provide easier exams or clear grading criteria.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Best math professor I've had at Madison.  He is very clear and patiently explains proofs if you are lost.  Homeworks are very good for test prep, and the tests are medium.  Absolutely recommend.\",\"course_id\":\"MATH 341\",\"date\":\"2011-12-08 19:58:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14006f60dddf01055cb842b9\",\"instructor_id\":\"rmp:1568048\",\"instructor_name\":\"Gabriel Navarro\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NDMxNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1568048\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"Took Math341 with Omer a year ago. Class was very hard particularly when you try to take too many notes. But remember not to take notes since all are in textbook. You will learn a lot and get inapiration in Mathematical thinking if you just listen. Omer is really patient if you ask questions . Grading is not too bad as your progress is considered.\",\"course_id\":\"MATH 341\",\"date\":\"2020-01-24 06:57:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"eb7f92344b4d1df86e8aa6de\",\"instructor_id\":\"rmp:2456571\",\"instructor_name\":\"Omer Mermelstein\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyODY0NzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2456571\"},{\"comment\":\"He is one of the best professor I have ever met in UW-Madison. He gives very clear lecture and cares about his students. The daily materials are hard but exams are not so hard. As long as you study hard for it, you will get an A. For those giving him low ratings, I would say you are not for math. But he is the right man for math.\",\"course_id\":\"MATH 341\",\"date\":\"2020-08-20 07:27:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bcc31b51176bc74d101e142c\",\"instructor_id\":\"rmp:2521051\",\"instructor_name\":\"Justin Sukiennik\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjAwMjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2521051\"},{\"comment\":\"He isn't the greatest teacher - his lectures are somewhat hard to follow, and when he is asked questions, he doesn't explain very well. However, he is pretty funny, and the curve in the class is very nice. I can't say I learned much in this class but I somehow managed to get an A. \",\"course_id\":\"MATH 341\",\"date\":\"2024-01-24 16:31:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"489fd24297446bdc19430a9d\",\"instructor_id\":\"rmp:2824875\",\"instructor_name\":\"Feng Zhu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4OTE5ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2824875\"},{\"comment\":\"Great lecture without very hard homework and exams!\",\"course_id\":\"MATH 341\",\"date\":\"2024-07-18 20:09:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bd1dfcee53e1ca8ff39fe2c8\",\"instructor_id\":\"rmp:607852\",\"instructor_name\":\"Serguei Denissov\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjMxMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/607852\"}],\"evidence_count\":8,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"1a9f3850a36be472879cba0f\",\"14006f60dddf01055cb842b9\",\"ea77079477e35ee059b9567a\",\"eb7f92344b4d1df86e8aa6de\",\"bcc31b51176bc74d101e142c\",\"489fd24297446bdc19430a9d\",\"bd1dfcee53e1ca8ff39fe2c8\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:2456571\",\"name\":\"Omer Mermelstein\"},{\"id\":\"rmp:2521051\",\"name\":\"Justin Sukiennik\"},{\"id\":\"rmp:2824875\",\"name\":\"Feng Zhu\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:607852\",\"name\":\"Serguei Denissov\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are often described as difficult or proof-heavy, but some students report fair grading and helpful office hours for preparation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fa53f4954bab469b5d4c4fe3","course_id":"MATH 341","catalog_version_id":"56a37ae2b3a4bd78593ae07c6ccbddd4427544a9cacb7023052fea75b09cd002","record_version_id":"d134cac00f8ebd097f07d6801e7ace7e84f4ee245e1c842f5e2da60a4a45befa","job_id":"enrich-f206ae62364759902a73b59d","output_id":"352a20940ec24babd1a901fac49b3fc2dde6f694bc1ae2f0f34cf20a88b12141","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"a1d495af6a730fcdb5ff1c0e1a89515aa073efc3549775436794664ec2524def\",\"course_id\":\"MATH 341\",\"current_instructors\":[{\"instructor_uid\":\"instructor_14f5202904355297fd0f984a\",\"message\":\"No course-specific reviews available\",\"name\":\"Laurentiu Maxim\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1408142\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.07 GPA, 47.6% A/AB (n=21 letter grades).\"}]},{\"instructor_uid\":\"instructor_eb33bf09a4c3845c620ccb0e\",\"message\":\"No course-specific reviews available\",\"name\":\"Pedro Abdalla Teixeira\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Howard Becker\",\"review_date\":\"2015-05-15 19:46:08 +0000 UTC\",\"review_id\":\"ea77079477e35ee059b9567a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1912162\",\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\",\"type\":\"review\"},{\"instructor_name\":\"Jack Burkart\",\"review_date\":\"2022-01-28 20:30:53 +0000 UTC\",\"review_id\":\"c780406b0f7269fb9ed3da19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2730731\",\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\",\"type\":\"review\"}],\"text\":\"Historical reviews of Howard Becker, Jack Burkart: Homework is described as moderate or hard and time-consuming. Exams are moderate to difficult, requiring students to apply class concepts to construct their own proofs.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Florian Bertrand\",\"review_date\":\"2010-04-07 19:52:20 +0000 UTC\",\"review_id\":\"4ebe625dba17db8fca4b7726\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1277603\",\"source_review_id\":\"UmF0aW5nLTE2OTYxOTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1277603\",\"type\":\"review\"},{\"instructor_name\":\"Justin Sukiennik\",\"review_date\":\"2020-08-20 07:27:42 +0000 UTC\",\"review_id\":\"bcc31b51176bc74d101e142c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2521051\",\"source_review_id\":\"UmF0aW5nLTMzNjAwMjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2521051\",\"type\":\"review\"},{\"instructor_name\":\"Steffen Lempp\",\"review_date\":\"2006-05-28 22:56:42 +0000 UTC\",\"review_id\":\"c00543ef6b6310bc52357272\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:133058\",\"source_review_id\":\"UmF0aW5nLTExNjcyODgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/133058\",\"type\":\"review\"},{\"instructor_name\":\"Andrei Caldararu\",\"review_date\":\"2024-01-23 01:58:35 +0000 UTC\",\"review_id\":\"96814b7f7f0a963d35942a4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:802342\",\"source_review_id\":\"UmF0aW5nLTM4OTEzNjMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/802342\",\"type\":\"review\"},{\"instructor_name\":\"Paul Apisa\",\"review_date\":\"2026-01-28 12:34:32 +0000 UTC\",\"review_id\":\"0f9c336e0dbbab84ebaf3a8b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2846901\",\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\",\"type\":\"review\"}],\"text\":\"Historical reviews for Florian Bertrand and Justin Sukiennik praise clear lectures and helpful office hours. Conversely, other instructors received criticism for disorganized classes and inaccessible attitudes. One student found the course extremely rigorous but rewarding.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Paul Apisa\",\"review_date\":\"2026-01-28 12:34:32 +0000 UTC\",\"review_id\":\"0f9c336e0dbbab84ebaf3a8b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2846901\",\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\",\"type\":\"review\"},{\"instructor_name\":\"Yang  Yang\",\"review_date\":\"2026-06-23 14:53:09 +0000 UTC\",\"review_id\":\"dee6e974c21118ffc6b3e0b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3131256\",\"source_review_id\":\"UmF0aW5nLTQzMjY3MTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3131256\",\"type\":\"review\"}],\"text\":\"Historical reviews of Paul Apisa, Yang  Yang: Reviewers describe the course as highly rigorous, with one calling it the hardest they have ever done. Others note that clear, intuitive instruction makes the material manageable.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.18 GPA, 54.2% A/AB (n=96 letter grades); Fall 2025: 3.15 GPA, 51.6% A/AB (n=64 letter grades); Spring 2026: 3.09 GPA, 54.4% A/AB (n=90 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Florian Bertrand\",\"review_date\":\"2010-04-07 19:52:20 +0000 UTC\",\"review_id\":\"4ebe625dba17db8fca4b7726\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1277603\",\"source_review_id\":\"UmF0aW5nLTE2OTYxOTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1277603\",\"type\":\"review\"},{\"instructor_name\":\"Jack Burkart\",\"review_date\":\"2022-01-28 20:30:53 +0000 UTC\",\"review_id\":\"c780406b0f7269fb9ed3da19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2730731\",\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\",\"type\":\"review\"},{\"instructor_name\":\"Yang  Yang\",\"review_date\":\"2026-06-23 14:53:09 +0000 UTC\",\"review_id\":\"dee6e974c21118ffc6b3e0b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3131256\",\"source_review_id\":\"UmF0aW5nLTQzMjY3MTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3131256\",\"type\":\"review\"}],\"text\":\"Historical reviews of Florian Bertrand, Jack Burkart, Yang  Yang: Students value professors who are helpful, available during office hours, and provide intuitive explanations. Conversely, others found lectures unclear or inaccessible, with one noting they felt like reciting from a textbook.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"ALEXANDER HANHART is recorded teaching in Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"ANDREI CALDARARU is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ANTOINE REMOND-TIEDREZ is recorded teaching in Fall 2021, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"FLORIAN BERTRAND is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"HOWARD BECKER is recorded teaching in Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"JACK BURKART is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"JUSTIN SUKIENNIK is recorded teaching in Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LAURENTIU MAXIM is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"PAUL APISA is recorded teaching in Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"SHAOSAI HUANG is recorded teaching in Fall 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"STEFFEN LEMPP is recorded teaching in Spring 2014, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"YANG YANG is recorded teaching in Spring 2026. 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His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great professor! He is an extremely nice person, and very helpful to students. If you don't understand something in lecture (he is usually very clear, but sometimes concepts are difficult) GO to his office hours! He is patient and will help so so much. Overall, fantastic professor\",\"course_id\":\"MATH 341\",\"date\":\"2010-04-07 19:52:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4ebe625dba17db8fca4b7726\",\"instructor_id\":\"rmp:1277603\",\"instructor_name\":\"Florian Bertrand\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2OTYxOTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1277603\"},{\"comment\":\"Best math professor I've had at Madison.  He is very clear and patiently explains proofs if you are lost.  Homeworks are very good for test prep, and the tests are medium.  Absolutely recommend.\",\"course_id\":\"MATH 341\",\"date\":\"2011-12-08 19:58:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14006f60dddf01055cb842b9\",\"instructor_id\":\"rmp:1568048\",\"instructor_name\":\"Gabriel Navarro\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NDMxNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1568048\"},{\"comment\":\"Professor Grizzard was great! I had Linear Algebra at 7:45am, yet it was enjoyable (although I kinda like math in the first place) and made sense, despite the hour of morning. He's helpful, good at explaining things, and makes sure you really understand the concepts he teaches.\",\"course_id\":\"MATH 341\",\"date\":\"2015-05-06 15:06:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"986c6b1f15a4e6222b6c750c\",\"instructor_id\":\"rmp:1934009\",\"instructor_name\":\"Robert Grizzard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzU2MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1934009\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Rachel is fairly average. You can tell she is nice and she cares about students. Helpful during office hours. There is just something about lecture that makes it fairly average from my perspective but ineffective teaching for many. We basically just went over definitions, examples, and a few partial proofs here and there.  Not too bad overall.\",\"course_id\":\"MATH 341\",\"date\":\"2017-05-11 23:36:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9971d17b972c3fb45a7047ee\",\"instructor_id\":\"rmp:1383659\",\"instructor_name\":\"Rachel Davis\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4MjkyMTk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1383659\"},{\"comment\":\"Pretty nice guy but a poor instructor. Lectures were scattered and hard to follow. Sometimes wrote things down incorrectly on the board which made things more confusing. Doesn't explain concepts clearly and rushes through explanations too quickly. However, responds to emails quickly and goes out of his way to make office hours available.\",\"course_id\":\"MATH 341\",\"date\":\"2019-05-07 20:13:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e88fb7bebdd0140882a56d49\",\"instructor_id\":\"rmp:2437155\",\"instructor_name\":\"Shaosai Huang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxODAwOTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2437155\"},{\"comment\":\"Professor's teaching was not it for me. His content presentation is chaotic. He throws random examples at you & fails to build new knowledge on top of existing, presents concepts \\\"in a vacuum\\\". Poor verbal explanation skills. HOWEVER, the grading criteria is clear and he's always accessible outside class. Avoid if you want to actually learn things\",\"course_id\":\"MATH 341\",\"date\":\"2025-01-07 12:47:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"45f1985f8ed159aa9f9e37cf\",\"instructor_id\":\"rmp:1522421\",\"instructor_name\":\"Shamgar Gurevich\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNDk5MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1522421\"},{\"comment\":\"Avoid this professor at all costs.\",\"course_id\":\"MATH 341\",\"date\":\"2025-03-09 23:44:34 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b328353299fbf0446a9ac4ee\",\"instructor_id\":\"rmp:2432572\",\"instructor_name\":\"Jose Rodriguez\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzUxOTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2432572\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":11,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"4ebe625dba17db8fca4b7726\",\"14006f60dddf01055cb842b9\",\"986c6b1f15a4e6222b6c750c\",\"ea77079477e35ee059b9567a\",\"363d3893d9a62184df60f212\",\"9971d17b972c3fb45a7047ee\",\"e88fb7bebdd0140882a56d49\",\"45f1985f8ed159aa9f9e37cf\",\"b328353299fbf0446a9ac4ee\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1277603\",\"name\":\"Florian Bertrand\"},{\"id\":\"rmp:1383659\",\"name\":\"Rachel Davis\"},{\"id\":\"rmp:1522421\",\"name\":\"Shamgar Gurevich\"},{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:1934009\",\"name\":\"Robert Grizzard\"},{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2432572\",\"name\":\"Jose Rodriguez\"},{\"id\":\"rmp:2437155\",\"name\":\"Shaosai Huang\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for clarity and patience, while others are criticized for chaotic lectures and poor explanations.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"He writes so fast its terrible. I'm usually half a chalk board behind him which means I don't have time to actually understand what I'm writing. It sucks because you don't really know what is going on a lot of times. My friends and I will leave a lecture and honestly have no idea what we just wrote down. The homework helped me though.\",\"course_id\":\"MATH 341\",\"date\":\"2017-03-10 15:37:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"363d3893d9a62184df60f212\",\"instructor_id\":\"rmp:2142977\",\"instructor_name\":\"Donghyun Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3ODk3MjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2142977\"},{\"comment\":\"Very good guy! He is extremely available and willing to help outside of class for his office hours and 1 on 1. You can tell he really cares about his students. However, his lectures can be a lot and can often feel like you're hearing someone recite lines from a textbook. Homeworks are hard and take a lot of time. I dropped, but I'd recommend!\",\"course_id\":\"MATH 341\",\"date\":\"2022-01-28 20:30:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c780406b0f7269fb9ed3da19\",\"instructor_id\":\"rmp:2730731\",\"instructor_name\":\"Jack Burkart\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1ODA4NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2730731\"},{\"comment\":\"Good and smart professor. But his handwriting is a little hard to read. He also shares his notes. HWs are of proper amount and exams are a little hard but that is linear algebra. If you really work for it, it wont be quite an issue, especially for the final.\",\"course_id\":\"MATH 341\",\"date\":\"2022-02-20 02:02:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9a67e475c81e64246b86664b\",\"instructor_id\":\"rmp:2767107\",\"instructor_name\":\"Joseph Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1ODY3OTE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2767107\"},{\"comment\":\"Already graduated UW-Madison in Math and Data Science. This is the hardest thing I have ever done in my entire life. Nothing compares in difficulty. But I now reap the rewards from it. The rigor has helped me later on in life I feel. Glad I did it as it made me stronger in Mathematics. Get ready if you are taking this course. You are in for a ride.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-28 12:34:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0f9c336e0dbbab84ebaf3a8b\",\"instructor_id\":\"rmp:2846901\",\"instructor_name\":\"Paul Apisa\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\"},{\"comment\":\"The professor is very smart and invested in his work. Very proof heavy lectures with very few examples to support learning. Fast-paced and, in all honesty, unbelievably boring. I stopped showing up mid-semester because I fell asleep in class. Studying from the book for the final was a nightmare. Ended with my first and last B. DON'T RECOMMEND.\",\"course_id\":\"MATH 341\",\"date\":\"2026-01-31 20:41:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f22432a863ec837e49c452ab\",\"instructor_id\":\"rmp:2967013\",\"instructor_name\":\"Joshua Mundinger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTcwNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2967013\"}],\"evidence_count\":7,\"review_ids\":[\"1a9f3850a36be472879cba0f\",\"94837347862cec3d4d9229ee\",\"363d3893d9a62184df60f212\",\"c780406b0f7269fb9ed3da19\",\"9a67e475c81e64246b86664b\",\"0f9c336e0dbbab84ebaf3a8b\",\"f22432a863ec837e49c452ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2142977\",\"name\":\"Donghyun Lee\"},{\"id\":\"rmp:2730731\",\"name\":\"Jack Burkart\"},{\"id\":\"rmp:2767107\",\"name\":\"Joseph Miller\"},{\"id\":\"rmp:2846901\",\"name\":\"Paul Apisa\"},{\"id\":\"rmp:2967013\",\"name\":\"Joshua Mundinger\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally heavy with difficult homework, though some instructors provide easier exams or clear grading criteria.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great professor. His lectures are always exciting, as his excitement in proving a new theorem just bubbles over. Extremely funny guy. He is also very helpful during his office hours, taking the time to slowly explain concepts. Exams are a little tough but they are fair. Just work hard, and ask a lot of good questions though and you'll do fine.\",\"course_id\":\"MATH 341\",\"date\":\"2008-12-23 10:17:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94837347862cec3d4d9229ee\",\"instructor_id\":\"rmp:554318\",\"instructor_name\":\"Bart Kastermans\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY4NTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/554318\"},{\"comment\":\"Great prof.  Interesting, useful lectures.  Assigns a lot of homework, but the exam questions are usually the same/similar to homework problems so make sure to do all the homework.\",\"course_id\":\"MATH 341\",\"date\":\"2009-06-06 00:33:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1a9f3850a36be472879cba0f\",\"instructor_id\":\"rmp:908115\",\"instructor_name\":\"Adriana Nenciu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1OTM3MDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/908115\"},{\"comment\":\"Best math professor I've had at Madison.  He is very clear and patiently explains proofs if you are lost.  Homeworks are very good for test prep, and the tests are medium.  Absolutely recommend.\",\"course_id\":\"MATH 341\",\"date\":\"2011-12-08 19:58:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14006f60dddf01055cb842b9\",\"instructor_id\":\"rmp:1568048\",\"instructor_name\":\"Gabriel Navarro\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NDMxNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1568048\"},{\"comment\":\"Lectures were very unclear. He would often miss-prove theorems and have to rewrite them a few times. Homework is moderate level. Exams are moderate to difficult depending on how well you followed his material in class. Must be able to take concepts from class and use them abstractly to create own proofs for exams. \",\"course_id\":\"MATH 341\",\"date\":\"2015-05-15 19:46:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea77079477e35ee059b9567a\",\"instructor_id\":\"rmp:1912162\",\"instructor_name\":\"Howard Becker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0ODQyNzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1912162\"},{\"comment\":\"Took Math341 with Omer a year ago. Class was very hard particularly when you try to take too many notes. But remember not to take notes since all are in textbook. You will learn a lot and get inapiration in Mathematical thinking if you just listen. Omer is really patient if you ask questions . Grading is not too bad as your progress is considered.\",\"course_id\":\"MATH 341\",\"date\":\"2020-01-24 06:57:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"eb7f92344b4d1df86e8aa6de\",\"instructor_id\":\"rmp:2456571\",\"instructor_name\":\"Omer Mermelstein\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyODY0NzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2456571\"},{\"comment\":\"He is one of the best professor I have ever met in UW-Madison. He gives very clear lecture and cares about his students. The daily materials are hard but exams are not so hard. As long as you study hard for it, you will get an A. For those giving him low ratings, I would say you are not for math. But he is the right man for math.\",\"course_id\":\"MATH 341\",\"date\":\"2020-08-20 07:27:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bcc31b51176bc74d101e142c\",\"instructor_id\":\"rmp:2521051\",\"instructor_name\":\"Justin Sukiennik\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjAwMjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2521051\"},{\"comment\":\"He isn't the greatest teacher - his lectures are somewhat hard to follow, and when he is asked questions, he doesn't explain very well. However, he is pretty funny, and the curve in the class is very nice. I can't say I learned much in this class but I somehow managed to get an A. \",\"course_id\":\"MATH 341\",\"date\":\"2024-01-24 16:31:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"489fd24297446bdc19430a9d\",\"instructor_id\":\"rmp:2824875\",\"instructor_name\":\"Feng Zhu\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4OTE5ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2824875\"},{\"comment\":\"Great lecture without very hard homework and exams!\",\"course_id\":\"MATH 341\",\"date\":\"2024-07-18 20:09:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bd1dfcee53e1ca8ff39fe2c8\",\"instructor_id\":\"rmp:607852\",\"instructor_name\":\"Serguei Denissov\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjMxMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/607852\"}],\"evidence_count\":8,\"review_ids\":[\"94837347862cec3d4d9229ee\",\"1a9f3850a36be472879cba0f\",\"14006f60dddf01055cb842b9\",\"ea77079477e35ee059b9567a\",\"eb7f92344b4d1df86e8aa6de\",\"bcc31b51176bc74d101e142c\",\"489fd24297446bdc19430a9d\",\"bd1dfcee53e1ca8ff39fe2c8\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1568048\",\"name\":\"Gabriel Navarro\"},{\"id\":\"rmp:1912162\",\"name\":\"Howard Becker\"},{\"id\":\"rmp:2456571\",\"name\":\"Omer Mermelstein\"},{\"id\":\"rmp:2521051\",\"name\":\"Justin Sukiennik\"},{\"id\":\"rmp:2824875\",\"name\":\"Feng Zhu\"},{\"id\":\"rmp:554318\",\"name\":\"Bart Kastermans\"},{\"id\":\"rmp:607852\",\"name\":\"Serguei Denissov\"},{\"id\":\"rmp:908115\",\"name\":\"Adriana Nenciu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are often described as difficult or proof-heavy, but some students report fair grading and helpful office hours for preparation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fa53f4954bab469b5d4c4fe3","course_id":"MATH 341","catalog_version_id":"56a37ae2b3a4bd78593ae07c6ccbddd4427544a9cacb7023052fea75b09cd002","record_version_id":"d134cac00f8ebd097f07d6801e7ace7e84f4ee245e1c842f5e2da60a4a45befa","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f4b1a1c53d90acc4b718e374eec029dfd6b8a7f21f39eec34608cc6fbe05fd33","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"a1d495af6a730fcdb5ff1c0e1a89515aa073efc3549775436794664ec2524def\",\"course_id\":\"MATH 341\",\"current_instructors\":[{\"instructor_uid\":\"instructor_14f5202904355297fd0f984a\",\"message\":\"No course-specific reviews available\",\"name\":\"Laurentiu Maxim\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1408142\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.07 GPA, 47.6% A/AB (n=21 letter grades).\"}]},{\"instructor_uid\":\"instructor_eb33bf09a4c3845c620ccb0e\",\"message\":\"No course-specific reviews available\",\"name\":\"Pedro Abdalla Teixeira\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Paul Apisa\",\"review_date\":\"2026-01-28 12:34:32 +0000 UTC\",\"review_id\":\"0f9c336e0dbbab84ebaf3a8b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2846901\",\"source_review_id\":\"UmF0aW5nLTQyNTU4NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2846901\",\"type\":\"review\"},{\"instructor_name\":\"Yang  Yang\",\"review_date\":\"2026-06-23 14:53:09 +0000 UTC\",\"review_id\":\"dee6e974c21118ffc6b3e0b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3131256\",\"source_review_id\":\"UmF0aW5nLTQzMjY3MTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3131256\",\"type\":\"review\"}],\"text\":\"Historical reviews of Paul Apisa, Yang  Yang: Laurentiu Maxim is not reviewed in the provided data, so no specific teaching strengths or concerns can be summarized for him based on the evidence. Yang Yang is described as a really good professor who teaches well and provides intuitive explanations (review:12). Paul Apisa's course is reported as the hardest thing students have ever done, offering significant rigor and rewards (review:11).\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.18 GPA, 54.2% A/AB (n=96 letter grades); Fall 2025: 3.15 GPA, 51.6% A/AB (n=64 letter grades); Spring 2026: 3.09 GPA, 54.4% A/AB (n=90 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"ALEXANDER HANHART is recorded teaching in Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"ANDREI CALDARARU is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ANTOINE REMOND-TIEDREZ is recorded teaching in Fall 2021, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"FLORIAN BERTRAND is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"HOWARD BECKER is recorded teaching in Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"JACK BURKART is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"JUSTIN SUKIENNIK is recorded teaching in Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LAURENTIU MAXIM is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"PAUL APISA is recorded teaching in Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"SHAOSAI HUANG is recorded teaching in Fall 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"STEFFEN LEMPP is recorded teaching in Spring 2014, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"source_record\":{\"entity_id\":\"8e579094-c980-30e2-9972-1e8151db1ab5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"YANG YANG is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]